"Population declines following economic collapse" should be "Population declines following sustained drop in birthrate." The population is going to decline regardless of what the future economy does.
I'm not very familiar with their model, but if the birthrate asymptotes to above the replacement rate, or goes back up, the population won't decline. So the economy might be a factor.